Research Interests

In particular, diagram design and layout using computational and model-based methods based on principles of human
perception and cognition to optimize the visualization for the human user. Also, biological data visualizations and set visualizations.

Currently I work with professors Kaski, Oulasvirta and Jacucci
on multiple interdisciplinary projects at the intersection of probabilistic machine learning,
cognitive science, human-computer interaction, and data visualization,
to devise systems that facilitate analysis of large complex datasets, such as
the medical data curated by the Institute for Molecular Medicine Finland (FIMM).